Forecast Engine
Real Estate Market Forecasting · ZIP-Level · MMXXVI
MARKETS LIVE
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Price, rent, yield and risk — modeled to the ZIP code and delivered as a live portal.

Real Estate Market Forecasting · ZIP-Level · North America

Know which streets pay — before you buy them.

We build market intelligence portals that forecast price, rent, yield and risk down to the ZIP code — then hand you a live, interactive model your team can actually use, with an AI analyst sitting on top of the data.

Price · Rent · Yield · Risk
What A Build Looks Like

Granular, current, and yours.

Resolution
ZIP
not metro averages
Horizon
12–36mo
forecast window
Markets Live
4
DFW · OKC · LA · Chilliwack
Model Layers
4
price · rent · yield · risk
Analyst
AI
queries your data
Delivery
2–4wk
per market build
Sample Deliverables

See exactly what clients receive.

All samples →
The Product

Four things in every build.

01

ZIP-Level Forecasts

Price and rent trajectories for every ZIP in the metro, with the direction of travel stated as a range, not a single fake number.

02

Yield & Risk Frame

Gross and net yield modelled against income, vacancy, tax load and liquidity — so a 9% cap rate is judged next to its exit risk.

03

Interactive Map Portal

A hosted, shareable portal your acquisitions team opens daily. Filter, rank, compare submarkets, and export the shortlist.

04

Embedded AI Analyst

Ask the data directly — "where does rent-to-income break above 30%?" — and get a numerate answer citing specific ZIPs.

The Method

Discipline before opinion.

Standing principles
  • 01Every forecast is time-bound and stated as a probability range.
  • 02Every number has a named, checkable source.
  • 03Yield is never shown without its risk counterpart.
  • 04Models are revised on new data, not quietly rewritten.
  • 05The client gets the model, not just the conclusion.
The four-question frame
Supply

What is actually being delivered, and when?

Demand

Which incomes and jobs sit behind the rent roll?

Capital

Who is financing, and at what cost of money?

Exit

Who buys this asset from you in five years?

Markets don't move because of trends — they move because supply, income, capital cost and exit liquidity reprice at different speeds. Every market build answers all four.

Who We Build For

Anyone underwriting a place.

INVESTORS
Buy-and-Hold Investors

Rank submarkets by net yield after tax, vacancy and turnover — not by listing price.

FUNDS
Funds & Syndicators

Defensible market theses and downside cases your LPs can interrogate.

LENDERS
Lenders & Credit

Collateral risk mapped to submarket trajectory and liquidity depth.

DEVELOPERS
Developers

Absorption and pricing headroom before you commit to a site.

BROKERAGE
Brokerages

A data layer your agents can put in front of clients with confidence.

CORPORATE
Corporate & Relocation

Housing cost and stability screens for workforce siting decisions.

FAMILY OFFICE
Family Offices

Cross-metro allocation views with consistent, comparable metrics.

PUBLIC
Public & Civic

Affordability and displacement pressure at neighbourhood resolution.

How We Work

Six ways to engage.

Market Build
One metro, fully modelled and hosted. 2–4 weeks.
Multi-Market Program
Comparable models across a target list, refreshed quarterly.
Deal Screen
A single asset or portfolio run against the market model.
Quarterly Refresh
Data, forecasts and commentary updated on a fixed cadence.
Custom Layers
Your proprietary data joined into the portal.
Analyst Access
Direct access to the people who built the model.
Next Step

Tell us the metro. We'll model it.

Start with the Dallas and Oklahoma City samples. If that's the standard you want on your target market, we can have your build live in weeks.

About Forecast Engine

We are a real estate market forecasting and analysis firm. We build ZIP-level models of price, rent, yield and risk, then deliver them as live, interactive portals your team can query every day.

Every forecast is time-bound, sourced, and revisable. We apply the same four-question frame to every market: supply, demand, capital and exit liquidity. The result is a defensible thesis — not a dressed-up opinion.

01
ZIP-level resolution

Not metro averages. Specific submarkets with specific drivers.

02
Live portal delivery

Hosted dashboards with filters, rankings, maps and exports.

03
Embedded AI analyst

Ask the data in plain language and get cited, numerate answers.

04
Revisions on record

Models update on new data; the prior forecast is preserved.

Contact

Tell us the market you're underwriting.

Send a note with the metro, the asset type and the decision you're trying to make. You'll get a direct reply — not a sales sequence.

Typical response
Within 1 business day
Build window
2–4 weeks per market
No spam. Ever.